Pen Ink Library: An interactive database of writing instruments based on Vis-NIR reflection spectra and optical properties of inks

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F26%3A0198296" target="_blank" >RIV/00216305:26220/26:0198296 - isvavai.cz</a>

Alternative codes found

RIV/00007064:K01__/25:N0000037

Result on the web

<a href="https://www.sciencedirect.com/science/article/pii/S037907382500146X" target="_blank" >https://www.sciencedirect.com/science/article/pii/S037907382500146X</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.forsciint.2025.112508" target="_blank" >10.1016/j.forsciint.2025.112508</a>

Result language

angličtina

Original language name

Pen Ink Library: An interactive database of writing instruments based on Vis-NIR reflection spectra and optical properties of inks

Original language description

Many tasks in forensic examination of handwritten documents require classification of writing instruments that have ink of similar properties as the ink found on a questioned document. In this paper, we propose a new methodology for non-destructive identification of inks based on optical properties and reflectance spectra of the ink, measured from handwriting strokes. Building on this methodology, we developed an interactive database that we call the “Pen Ink Library”, which lists 718 various writing instruments and enables systematic comparison and semi-automatic search of writing instruments, using the measured characteristics of their ink. To highlight the significance and applicability of the database, we additionally exploit the large amounts of collected measurements to design computer-based data analysis methods for classification and comparative analysis of ink samples. For validation of the semi-automatic search functionality of the Pen Ink Library we performed a series of blind tests using twenty randomly selected writing instruments. Here, an instrument with the same brand and model was found in nine cases, and an instrument with a different brand and model, but with identical spectrum and optical parameters, was found in five cases. Cross-validation of the computer-based data analysis methods on the measurements from the database yielded above 90 % accuracy of the classification method and 5.3 % to 12.7 % error rate of the comparative analysis method.

Czech name

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Czech description

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Type

J_imp - Article in a specialist periodical, which is included in the Web of Science database

CEP classification

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OECD FORD branch

50502 - Criminology, penology

Project

<a href="/en/project/VJ02010019" target="_blank" >VJ02010019: Tools for Handwriting fORensics</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2025

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Forensic Science International

ISSN

0379-0738

e-ISSN

1872-6283

Volume of the periodical

373

Issue of the periodical within the volume

Srpen

Country of publishing house

NL - THE KINGDOM OF THE NETHERLANDS

Number of pages

13

Pages from-to

1-13

UT code for WoS article

001511440000001

EID of the result in the Scopus database

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